Balance Scale
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | balance-scale | Accuracy99 | 29 | |
| Confidence Calibration | balance-scale | Calibration Error0.006 | 22 | |
| Classification | balance-scale | ROC AUC1 | 14 | |
| Classification | balance-scale (test) | Accuracy92 | 9 | |
| Classification | UCI balance-scale (80%:20%) | Error Rate64 | 9 | |
| Data Synthesis | Balance Scale | MMD0.091 | 8 | |
| Active Learning | Balance-scale | AULC81.1 | 8 | |
| Tabular Classification | Balance Scale | Cohen's Kappa0.949 | 8 | |
| Pruning Boosted Tree Ensembles | Balance-Scale | Pruning Rate74.7 | 7 | |
| Multiclass Classification | balance-scale | Accuracy95.8 | 6 | |
| Multi-Class Classification | Balance Scale (test) | Macro F159.3 | 5 | |
| Clustering | Balance Scale | ARI24.89 | 5 |
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